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Last updated 31 March 2024

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Tinashe Michael Tapera

Personal Health Informatics PhD Student | Data Scientist


I’m a PhD Student at Northeastern University, co-mentored by Varun Mishra and Stephen Intille. I study how to detect mental health states from personal devices like mobile phones and smart watches.


Education

A tibble: 3 × 7

degree uni loc start_date end_date data timeline
1 PhD Per… Nort… Bost… 2022-09-01 00:00:00 2027-05-01 00:00:00 May 202… 2 Acceler… Drex… Phil… 2017-09-01 00:00:00 2018-06-01 00:00:00 Jun 201… 3 BSc. Ps… Drex… Phil… 2013-09-01 00:00:00 2017-06-01 00:00:00 Jun 201…

Professional Experience

Senior Neuroimaging Data Analyst

Penn Lifespan Informatics & Neuroimaging Center

Philadelphia, PA

Aug 2022 - Oct 2018

  • Developed data pipelines for ETL and analysis of large-scale neuroimaging data sets between data warehouses in Python, R, and Bash
  • Preprocessed and analysed neuroimaging data using cutting-edge software (fMRIPrep, XCPEngine, QSIPrep, ASLPrep)
  • Maintained and supported multiple data curation software packages in Python and R

Data Science Intern

Salesforce

San Francisco, CA

Oct 2017 - May 2017

  • Focused on discovery of organizational insight using internal human resources data sets
  • Developed a semi-supervised learning algorithm to track employee performance by matching topic models of continuous feedback and goal-setting data
  • Investigated comorbidity of employees’ insurance claims data to dynamically classify claim types and employee phenotypes

Selected Publications

Flywheeltools: data curation and manipulation on the flywheel platform

Frontiers in neuroinformatics

2021

First Author

ModelArray: An R package for statistical analysis of fixel-wise data

Neuroimage

2023

Middle Author

Curation of BIDS (CuBIDS): A workflow and software package for streamlining reproducible curation of large BIDS datasets

NeuroImage

2022